{"id":"https://openalex.org/W4313343141","doi":"https://doi.org/10.1007/978-3-031-23236-7_5","title":"Attention Mechanism for\u00a0Classification of\u00a0Melanomas","display_name":"Attention Mechanism for\u00a0Classification of\u00a0Melanomas","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4313343141","doi":"https://doi.org/10.1007/978-3-031-23236-7_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-23236-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23236-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029848152","display_name":"C\u00e1tia Loureiro","orcid":"https://orcid.org/0000-0002-8092-5630"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"C\u00e1tia Loureiro","raw_affiliation_strings":["School of Science and Technology, University of Tr\u00e1s-os-Montes e Alto Douro (UTAD), Vila Real, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-8092-5630","affiliations":[{"raw_affiliation_string":"School of Science and Technology, University of Tr\u00e1s-os-Montes e Alto Douro (UTAD), Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083616781","display_name":"V\u00edtor Filipe","orcid":"https://orcid.org/0000-0002-3747-6577"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"V\u00edtor Filipe","raw_affiliation_strings":["INESC Technology and Science (INESC TEC), Porto, Portugal","School of Science and Technology, University of Tr\u00e1s-os-Montes e Alto Douro (UTAD), Vila Real, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3747-6577","affiliations":[{"raw_affiliation_string":"INESC Technology and Science (INESC TEC), Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"School of Science and Technology, University of Tr\u00e1s-os-Montes e Alto Douro (UTAD), Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079566651","display_name":"Lio Gon\u00e7alves","orcid":"https://orcid.org/0000-0001-6573-7511"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lio Gon\u00e7alves","raw_affiliation_strings":["INESC Technology and Science (INESC TEC), Porto, Portugal","School of Science and Technology, University of Tr\u00e1s-os-Montes e Alto Douro (UTAD), Vila Real, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-6573-7511","affiliations":[{"raw_affiliation_string":"INESC Technology and Science (INESC TEC), Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"School of Science and Technology, University of Tr\u00e1s-os-Montes e Alto Douro (UTAD), Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029848152"],"corresponding_institution_ids":["https://openalex.org/I155381812"],"apc_list":null,"apc_paid":null,"fwci":2.2819,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91150752,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8532795906066895},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.7386265397071838},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6958267688751221},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6001729965209961},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5508138537406921},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.5268431901931763},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49226823449134827},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42888760566711426},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.42174553871154785},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38899514079093933},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11618554592132568},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11475124955177307},{"id":"https://openalex.org/keywords/cancer-research","display_name":"Cancer research","score":0.05830219388008118}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8532795906066895},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.7386265397071838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6958267688751221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6001729965209961},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5508138537406921},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.5268431901931763},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49226823449134827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42888760566711426},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.42174553871154785},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38899514079093933},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11618554592132568},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11475124955177307},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.05830219388008118},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-23236-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23236-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7200000286102295,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2016173422","https://openalex.org/W2061253660","https://openalex.org/W2194775991","https://openalex.org/W2531409750","https://openalex.org/W2601564443","https://openalex.org/W2794825826","https://openalex.org/W2797527544","https://openalex.org/W2884585870","https://openalex.org/W2899279931","https://openalex.org/W2945988001","https://openalex.org/W2953532875","https://openalex.org/W2955425717","https://openalex.org/W2963091558","https://openalex.org/W2963163009","https://openalex.org/W2963420686","https://openalex.org/W2963495494","https://openalex.org/W2963676332","https://openalex.org/W2963946669","https://openalex.org/W3040304705","https://openalex.org/W3092556791","https://openalex.org/W3102785203","https://openalex.org/W3115324042","https://openalex.org/W3119205652","https://openalex.org/W3121732873","https://openalex.org/W3167727135","https://openalex.org/W3204882321","https://openalex.org/W4206342161","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2110523656","https://openalex.org/W1482209366","https://openalex.org/W2521627374","https://openalex.org/W2981954115"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}